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haico: human–AI collaboration

This repository contains the official implementation of Confidence-weighted integration of human and machine judgments for superior decision-making, part of the BrainGPT project.

Usage

To run the code, you need to clone and install this repository locally, e.g., in the command line, run:

git clone https://github.com/braingpt-lovelab/haico.git
cd haico
pip install -e .

Attribution

If you use haico consider citing our manuscript.

@article{YanezEtAl2026,
         title={Confidence-weighted integration of human and machine judgments for superior decision-making}, 
         author={Yáñez, Felipe and Luo, Xiaoliang and Valerio Minero, Omar and Love, Bradley C.},
         journal={Patterns},
         publisher={Elsevier},
         volume={7},
         pages={101423},
         issn={2666-3899},
         year={2026},
         month=feb,
         doi={10.1016/j.patter.2025.101423},
         note={In press as of 2025; to appear February 13, 2026}
}

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